Explaining decisions of a light-weight deep neural network for real-time coronary artery disease classification in magnetic resonance imaging
Talha Iqbal,
Aaleen Khalid,
Ihsan Ullah
Abstract:In certain healthcare settings, such as emergency or critical care units, where quick and accurate real-time analysis and decision-making are required, the healthcare system can leverage the power of artificial intelligence (AI) models to support decision-making and prevent complications. This paper investigates the optimization of healthcare AI models based on time complexity, hyper-parameter tuning, and XAI for a classification task. The paper highlights the significance of a lightweight convolutional neural… Show more
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